Publications: Mr Jinhua Liang
Zhang H, Liang J, Phan QH, Wang W, Benetos E
(
2025
)
.
From Aesthetics to Human Preferences: Comparative Perspectives of Evaluating Text-to-Music Systems
.
Conference:
IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2025)
(
Istanbul, Turkey
)
from:
31/08/2025
to:
03/09/2025
,
Liu X, Zhu Z, Liu H, Yuan Y, Huang Q, Cui M, Liang J, Cao Y et al.
(
2025
)
.
WavJourney: Compositional Audio Creation With Large Language Models
.
IEEE Transactions on Audio Speech and Language Processing
vol.
33
,
2830
-
2844
.
Liang J, Liu X, Wang W, Plumbley M, Phan H, Benetos E
(
2025
)
.
Acoustic Prompt Tuning: Empowering Large Language Models with Audition Capabilities
.
IEEE Transactions on Audio, Speech and Language Processing
vol.
33
,
949
-
961
.
Liang J, Nolasco I, Ghani B, Phan H, Benetos E, Stowell D
(
2024
)
.
Mind the Domain Gap: a Systematic Analysis on Bioacoustic Sound Event Detection
.
Conference:
32nd European Signal Processing Conference (EUSIPCO 2024)
(
Lyon, France
)
from:
26/08/2024
to:
30/08/2024
,
Zhang H, Chowdhury S, Cancino-Chacón CE, Liang J, Dixon S, Widmer G
(
2024
)
.
DExter: Learning and Controlling Performance Expression with Diffusion Models
.
Applied Sciences
vol.
14
,
(
15
)
Article
6543
,
1
-
17
.
Liang J, Zhang H, Liu H, Cao Y, Kong Q, Liu X, Wang W, Plumbley MD et al.
(
2024
)
.
WavCraft: audio editing and generation with large language models
.
Conference:
ICLR 2024 Workshop on LLM Agents
(
Vienna, Austria
)
from:
11/05/2024
to:
11/05/2024
,
Liang J, Phan QH, Benetos E
(
2024
)
.
Learning from taxonomy: multi-label few-shot classification for everyday sound recognition
.
Conference:
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
(
Seoul, Korea
)
from:
14/04/2024
to:
19/04/2024
,
771
-
775
.
Ding B, Zhang T, Wang C, Liu G, Liang J, Hu R, Wu Y, Guo D
(
2024
)
.
Acoustic scene classification: A comprehensive survey
.
Expert Systems with Applications
vol.
238
,
Liang J, Liu X, Liu H, Phan H, Benetos E, Plumbley M, Wang W
(
2023
)
.
Adapting Language-Audio Models as Few-Shot Audio Learners
.
Conference:
24th Annual Conference of the International Speech Communication Association (INTERSPEECH)
(
Dublin, Ireland
)
from:
20/08/2023
to:
24/08/2023
,
Mitchell A, Brown E, Deo R, Hou Y, Kirton-Wingate J, Liang J, Sheinkman A, Soelistyo C et al.
(
2023
)
.
Deep learning techniques for noise annoyance detection: Results from an intensive workshop at the Alan Turing Institute
.
The Journal of the Acoustical Society of America
vol.
153
,
(
3
)
a262
-
a262
.
Yuan Y, Liu H, Liang J, Liu X, Plumbley MD, Wang W
(
2023
)
.
Leveraging Pre-Trained AudioLDM for Sound Generation: A Benchmark Study
.
Conference:
2023 31st European Signal Processing Conference (EUSIPCO)
vol.
00
,
765
-
769
.
Liang J, Phan QH, Benetos E
(
2022
)
.
Leveraging label hierarchies for few-shot everyday sound recognition
.
Conference:
7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)
(
Nancy, France
)
from:
03/11/2022
to:
04/11/2022
,
Liang J, Benetos E, Phan H
.
Adapting Language-Audio Models as Few-Shot Audio Learners
.
Conference:
INTERSPEECH 2023
Jia J, Zhang H, Liang J
.
Bridging Discrete and Continuous: A Multimodal Strategy for Complex Emotion Detection
.
Conference:
2025 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING
Li R, Liang J, Phan QH
.
Few-Shot Bioacoustic Event Detection: Enhanced Classifiers for Prototypical Networks
.
Conference:
7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)
(
Nancy, France
)
from:
04/11/2022
to:
03/11/2022
,
.
From Aesthetics to Human Preferences: Comparative Perspectives of Evaluating Text-to-Music Systems
.
Conference:
35th IEEE International Workshop on Machine Learning for Signal Processing
Zhang H, Liang J, Dixon S
.
From Audio Encoders to Piano Judges: Benchmarking Performance Understanding for Solo Piano
.
Conference:
International Society for Music Information Retrieval Conference